Capstone Project 1 - Exploratory Data Analysis (Preliminary)


Univariate Analysis of Features

Preparing functions for some of the plots we'll be making for EDA
Preliminary Data Cleanup - Dayhours

Just over two-thirds of our data come from home sales that occurred in 2014, with the remaining third due to home sales in 2015.

According to our data, home sales peak during the late Spring and early Summer months, with a high point of 11.2% of home sales in our data occuring in May. Home sales then slowy decline throughout Fall and into Winter, with a sharp dip in January of only 4.5% of sales.

These last two graphs aren't the prettiest, but they help us understand something fundamental about the time frame over which this data was taken: a one-year period beggining May 2014 up until May 2015. We can dig further into the data to figure out the dates over which the data was collected.

Summary of Observations: Univariate Data Analysis

Multivariate Analysis of Features

Summary of Observations: Multivariate Data Analysis